{"id":"W3160748936","doi":"10.1186/s13063-021-05370-x","title":"The role of routine FIBERoptic bronchoscopy monitoring during percutaneous dilatational TRACHeostomy (FIBERTRACH): a study protocol for a randomized, controlled clinical trial","year":2021,"lang":"en","type":"article","venue":"Trials","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Randomized controlled trial; Percutaneous; Bronchoscopy; Perioperative; Intensive care; Institutional review board; Clinical trial; Airway; Mechanical ventilation; Protocol (science); Surgery; Intensive care medicine; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05102766,0.006711863,0.01282377,0.002114487,0.003024292,0.004626555,0.003790496,0.01142421,0.04318863],"category_scores_gemma":[0.0553221,0.002575025,0.005869809,0.003340434,0.004892312,0.004793873,0.001920435,0.00677695,0.008125504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003526782,"about_ca_system_score_gemma":0.01412515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009010136,"about_ca_topic_score_gemma":0.001852981,"domain_scores_codex":[0.959987,0.02707905,0.004819638,0.002483486,0.003224532,0.00240632],"domain_scores_gemma":[0.9703175,0.01050056,0.006381728,0.004318433,0.005491524,0.002990413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9479071,0.008716702,0.0006398155,0.01475689,0.002156276,0.0002296604,0.000313036,0.0009781277,0.00158743,0.002721086,0.006207426,0.01378645],"study_design_scores_gemma":[0.9601569,0.02237689,0.001021385,0.001790477,0.000918848,0.00005274161,0.00006635277,0.001417297,0.000425629,0.00137674,0.01033478,0.00006182641],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002983928,0.0004035661,0.001414734,0.0002322055,0.0005600346,0.9932742,0.0004523044,0.00009795099,0.0005810712],"genre_scores_gemma":[0.002862426,0.0001530031,0.002036307,0.0001900353,0.00008557994,0.9943064,0.00009429994,0.000006004806,0.0002659608],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05102766,"threshold_uncertainty_score":0.2698634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09444932600350571,"score_gpt":0.4593038826641172,"score_spread":0.3648545566606115,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}